Prof. Zuo-Jun (Max) Shen

Prof. Zuo-Jun (Max) Shen

Chair Professor

Publications

You can also find my articles on my Google Scholar profile.

  1. Zeng, Z., Dai, H., Zhang, D. J., Zhang, H., Zhang, R., Xu, Z., & Shen, Z. J. M. (2023). The impact of social nudges on user-generated content for social network platforms. Management Science, 69(9), 5189-5208.

  2. Qi, M., Shi, Y., Qi, Y., Ma, C., Yuan, R., Wu, D., & Shen, Z. J. M. (2023). A practical end-to-end inventory management model with deep learning. Management Science, 69(2), 759-773.

  3. Sun, L., Hua, G., Teunter, R. H., Cheng, T. E., & Shen, Z. J. M. (2023). The effects of tokenization on ride‐hailing blockchain platforms. Production and Operations Management.

  4. Shen, Z. J. M., & Sun, Y. (2023). Strengthening supply chain resilience during COVID‐19: A case study of JD. com. Journal of Operations Management, 69(3), 359-383.

  5. Jin, Z., Wang, Y., Lim, Y. F., Pan, K., & Shen, Z. J. M. (2023). Vehicle rebalancing in a shared micromobility system with rider crowdsourcing. Manufacturing & Service Operations Management.

  6. Pais, C., Gonzalez-Olabarria, J. R., Elimbi Moudio, P., Garcia-Gonzalo, J., González, M. C., & Shen, Z. J. M. (2023). Global scale coupling of pyromes and fire regimes. Communications Earth & Environment, 4(1), 267.

  7. Lei, D., Hu, H., Geng, D., Zhang, J., Qi, Y., Liu, S., & Shen, Z. J. M. (2023). New product life cycle curve modeling and forecasting with product attributes and promotion: A Bayesian functional approach. Production and Operations Management, 32(2), 655-673.

  8. Liu, Y., Liu, W., Lin, S., Yang, C., Huang, K., & Shen, Z. J. M. (2023). Data-driven raw material robust procurement for non-ferrous metal smelter under price and demand uncertainties. IEEE Transactions on Automation Science and Engineering.

  9. Dogan, I., Shen, Z. J. M., & Aswani, A. (2023). Regret analysis of learning-based mpc with partially-unknown cost function. IEEE Transactions on Automatic Control.

  10. Shen, Z. J. M., Xie, J., Zheng, Z., & Zhou, H. (2023). Dynamic scheduling with uncertain job types. European Journal of Operational Research, 309(3), 1047-1060.

  11. Chen, J., & Shen, Z. J. M. (2023). Fast Approximations for Dynamic Behavior in Manufacturing Systems With Regular Orders: An Aggregation Method. IEEE Robotics and Automation Letters.

  12. Liu, C., Lin, S., Shen, Z. J. M., & Zhang, J. (2023). Stochastic service network design: The value of fixed routes. Transportation Research Part E: Logistics and Transportation Review, 174, 103118.

  13. Pais, C., Weintraub, A., & Shen, Z. J. M. (2023). Stochastic forestry planning under market and growth uncertainty. Computers & Operations Research, 153, 106182.

  14. Liu, C., Zhang, J., Lin, S., & Shen, Z. J. M. (2023). Service network design with consistent multiple trips. Transportation Research Part E: Logistics and Transportation Review, 171, 103028.

  15. Mo, B., Koutsopoulos, H. N., Shen, Z. J. M., & Zhao, J. (2023). Robust path recommendations during public transit disruptions under demand uncertainty. Transportation Research Part B: Methodological, 169, 82-107.

  16. Ren, K., Bidkhori, H., & Shen, Z. J. M. (2023). Data-driven inventory policy: Learning from sequentially observed non-stationary data. Omega, 123, 102942.

  17. Chen, X., Deng, T., Shen, Z. J. M., & Yu, Y. (2023). Mind the gap between research and practice in operations management. IISE Transactions, 55(1), 32-42.

  18. Guo, M. A., Ying, D., Lavaei, J., & Shen, Z. J. M. (2023, November). No-regret learning in dynamic competition with reference effects under logit demand. arXiv preprint arXiv:2305.17567. In Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS).

  19. Zhang, H., He, J., Righter, R., Shen, Z. J. M., & Zheng, Z. (2023, November). Contextual Gaussian Process Bandits with Neural Networks. In Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS).

  20. Ying, D., Guo, M. A., Ding, Y., Lavaei, J., & Shen, Z. J. M. (2023, June). Policy-based primal-dual methods for convex constrained markov decision processes. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 37, No. 9, pp. 10963-10971).

  21. Wang, M. & Shen, Z. J. M. (2023). Online retailing inventory management. Research Handbook on Inventory Management (pp. 500-523). Edward Elgar Publishing.

  22. Jiang, H., Shen, Z. J. M., & Liu, J. (2022, December). Quantum Computing Methods for Supply Chain Management. In 2022 IEEE/ACM 7th Symposium on Edge Computing (SEC) (pp. 400-405). IEEE.

  23. Zhao, Y., Wang, Z., Shen, Z. J. M., Zhang, L., Dorrell, D. G., & Sun, F. (2022). Big data-driven decoupling framework enabling quantitative assessments of electric vehicle performance degradation. Applied Energy, 327, 120083.

  24. Chen, J., & Shen, Z. J. M. (2022). Fast algorithm for predicting the production process performance in flexible production lines with delayed differentiation. IISE Transactions, 1-13.

  25. Liu, S., Shen, Z. J. M., & Ji, X. (2022). Urban bike lane planning with bike trajectories: Models, algorithms, and a real-world case study. Manufacturing & Service Operations Management, 24(5), 2500-2515.

  26. Qi, M., & Shen, Z. J. (2022). Integrating prediction/estimation and optimization with applications in operations management. In Tutorials in Operations Research: Emerging and Impactful Topics in Operations (pp. 36-58). INFORMS.

  27. Jiang, H., Cao, J., & Shen, Z. J. M. (2022). Intertemporal pricing via nonparametric estimation: Integrating reference effects and consumer heterogeneity. Manufacturing & Service Operations Management.

  28. Feng, X., Rong, Y., Shen, Z. J. M., & Snyder, L. V. (2022). Pricing during disruptions: Order variability versus profit. Decision Sciences, 53(4), 646-680.

  29. He, L., Liu, S., & Shen, Z. J. M. (2022). Smart urban transport and logistics: A business analytics perspective. Production and Operations Management, 31(10), 3771-3787.

  30. Lin, S., Chen, Y., Li, Y., & Shen, Z. J. M. (2022). Data‐Driven Newsvendor Problems Regularized by a Profit Risk Constraint. Production and Operations Management, 31(4), 1630-1644.

  31. Zhang, Y., Richter, A. R., Shanthikumar, J. G., & Shen, Z. J. M. (2022). Dynamic inventory relocation in disaster relief. Production and Operations Management, 31(3), 1052-1070.

  32. Qi, M., Cao, Y., & Shen, Z. J. M. (2022). Distributionally robust conditional quantile prediction with fixed design. Management Science, 68(3), 1639-1658.

  33. Salari, N., Liu, S., & Shen, Z. J. M. (2022). Real-time delivery time forecasting and promising in online retailing: When will your package arrive?. Manufacturing & Service Operations Management, 24(3), 1421-1436.

  34. Yu, J. J., Tang, C. S., Li, M. K., & Shen, Z. J. M. (2022). Coordinating installation of electric vehicle charging stations between governments and automakers. Production and Operations Management, 31(2), 681-696.

  35. Wang, L., Deng, T., Shen, Z. J. M., Hu, H., & Qi, Y. (2022). Digital twin-driven smart supply chain. Frontiers of Engineering Management, 9(1), 56-70.

  36. Chen, J., Liang, Y., Shen, H., Shen, Z. J. M., & Xue, M. (2022). Offline-channel planning in smart omnichannel retailing. Manufacturing & Service Operations Management, 24(5), 2444-2462.

  37. Wang, L., Deng, T., Zheng, Z., & Shen, Z. J. M. (2021, December). Explainable modeling in digital twin. In 2021 Winter Simulation Conference (WSC) (pp. 1-12). IEEE.

  38. Yu, J., Huang, Y., & Shen, Z. J. M. (2021). Optimizing and evaluating PCR-based pooled screening during COVID-19 pandemics. Scientific reports, 11(1), 21460.

  39. Hou, C., Lu, M., Deng, T., & Shen, Z. J. M. (2021). Coordinating project outsourcing through bilateral contract negotiations. Manufacturing & Service Operations Management, 23(6), 1543-1561.

  40. Yang, J., He, F., Lin, X., & Shen, Z. J. M. (2021). Mechanism design for stochastic dynamic parking resource allocation. Production and Operations Management, 30(10), 3615-3634.

  41. Wang, Y., & Shen, Z. J. M. (2021). Constrained assortment optimization problem under the multilevel nested logit model. Production and Operations Management, 30(10), 3467-3480.

  42. He, Q.C., Nie, T., Yang, Y. and Shen, Z. J. M., 2021. Beyond Repositioning: Crowd‐Sourcing and Geo‐Fencing for Shared‐Mobility Systems. Production and Operations Management, 30(10), pp.3448-3466.

  43. Zhang, J., Liu, Y., Yu, G., & Shen, Z. J. M. (2021). Robustifying humanitarian relief systems against travel time uncertainty. Naval Research Logistics, 68(7), 871-885.

  44. Tönissen, D. D., Arts, J. J., & Shen, Z. J. M. (2021). A column-and-constraint generation algorithm for two-stage stochastic programming problems. Top, 29(3), 781-798.

  45. Lin, X., Li, M., Shen, Z. J. M., Yin, Y. and He, F., 2021. Rhythmic control of automated traffic—Part II: Grid network rhythm and online routing. Transportation Science, 55(5), pp.988-1009.

  46. Pais, C., Miranda, A., Carrasco, J., & Shen, Z. J. M. (2021). Deep fire topology: Understanding the role of landscape spatial patterns in wildfire occurrence using artificial intelligence. Environmental Modelling & Software, 143, 105122.

  47. Rungskunroch, P., Shen, Z. J. M., & Kaewunruen, S. (2021). Benchmarking environmental and economic impacts from the HSR networks considering life cycle perspectives. Environmental Impact Assessment Review, 90, 106608.

  48. Pais, C., Carrasco, J., Moudio, P. E., & Shen, Z. J. M. (2021). Downstream protection value: Detecting critical zones for effective fuel-treatment under wildfire risk. Computers & Operations Research, 131, 105252.

  49. Cicek, C. T., Shen, Z. J. M., Gultekin, H., & Tavli, B. (2021). 3-D dynamic UAV base station location problem. INFORMS Journal on Computing, 33(3), 839-860.

  50. Liu, S., He, L., & Max Shen, Z. J. (2021). On-time last-mile delivery: Order assignment with travel-time predictors. Management Science, 67(7), 4095-4119.

  51. Liang, Y., Lu, M., Shen, Z. J. M., & Tang, R. (2021). Data Center Network Design for Internet‐Related Services and Cloud Computing. Production and Operations Management, 30(7), 2077-2101.

  52. Deng, T., Zhang, K., & Shen, Z. J. M. (2021). A systematic review of a digital twin city: A new pattern of urban governance toward smart cities. Journal of Management Science and Engineering, 6(2), 125-134.

  53. Lu, M., & Shen, Z. J. M. (2021). A review of robust operations management under model uncertainty. Production and Operations Management, 30(6), 1927-1943.

  54. Yang, P., Zhao, Z., & Shen, Z. J. M. (2021). A flow picking system for order fulfillment in e-commerce warehouses. IISE Transactions, 53(5), 541-551.

  55. Wang, C., Lin, X., He, F., Shen, Z. J. M., & Li, M. (2021). Hybrid of fixed and mobile charging systems for electric vehicles: System design and analysis. Transportation Research Part C: Emerging Technologies, 126, 103068.

  56. Zhao, Y., Wang, Z., Shen, Z. J. M., & Sun, F. (2021). Assessment of battery utilization and energy consumption in the large-scale development of urban electric vehicles. Proceedings of the National Academy of Sciences, 118(17), e2017318118.

  57. Shang, R., Zhang, Y., & Shen, Z. J. M. (2021). Analyzing the effects of road type and rainy weather on fuel consumption and emissions: A mesoscopic model based on big traffic data. IEEE Access, 9, 62298-62315.

  58. Chen, X., Qi, L., Shen, Z. J. M., & Xu, Y. (2021). The value of trade credit under risk controls. International Journal of Production Research, 59(8), 2498-2521.

  59. Elimbi Moudio, P., Pais, C., & Shen, Z. J. M. (2021). Quantifying the impact of ecosystem services for landscape management under wildfire hazard. Natural Hazards, 106, 531-560.

  60. Mak, H. Y., & Shen, Z. J. M. (2021). When triple‐A supply chains meet digitalization: The case of JD. com’s C2M model. Production and Operations Management, 30(3), 656-665.

  61. Shen, H., Liang, Y., & Shen, Z. J. M. (2021). Reliable hub location model for air transportation networks under random disruptions. Manufacturing & Service Operations Management, 23(2), 388-406.

  62. Zhao, Y., Wang, Z., Shen, Z. J. M. and F. Sun (2021). Data-driven framework for large-scale prediction of charging energy in electric vehicles. Applied Energy, 282, 116175.

  63. Ma, Z. J., Yang, F., Dai, Y., and Shen, Z. J. M. (2021). The migratory beekeeping routing problem: model and an exact algorithm. INFORMS Journal on Computing, 33(1), 319-335.

  64. Hou, C., Lu, M., Deng, T., & Shen, Z. J. M. (2021). Coordinating project outsourcing through bilateral contract negotiations. Manufacturing & Service Operations Management, 23(6), 1543-1561.

  65. Zhao, L., Li, L., & Shen, Z. J. M. (2020). Transactional and in‐store display data of a large supermarket for data‐driven decision‐making. Naval Research Logistics, 67(8), 617-626.

  66. Qi, M., Mak, H. Y., & Shen, Z. J. M. (2020). Data‐driven research in retail operations—A review. Naval Research Logistics, 67(8), 595-616.

  67. Wang, L., Ai, W., Deng, T., Shen, Z. J. M., & Hong, C. (2020). Optimal production ramp‐up in the smartphone manufacturing industry. Naval Research Logistics, 67(8), 685-704.

  68. Ninh, A., Shen, Z. J. M., & Lariviere, M. A. (2020). Concavity and unimodality of expected revenue under discrete Willingness to pay distributions. Production and Operations Management, 29(3), 788-796.

  69. Berenguer, G., & Shen, Z. J. M. (2020). Om forum—challenges and strategies in managing nonprofit operations: An operations management perspective. Manufacturing & service operations management, 22(5), 888-905.

  70. Cao, J., Olvera-Cravioto, M., & Shen, Z. J. M. (2020). Last-mile shared delivery: A discrete sequential packing approach. Mathematics of Operations Research, 45(4), 1466-1497.

  71. Hariharan, S., Liu, T., & Shen, Z. J. M. (2020). Role of resource flexibility and responsive pricing in mitigating the uncertainties in production systems. European Journal of Operational Research, 284(2), 498-513.

  72. Hasija, S., Shen, Z. J. M., & Teo, C. P. (2020). Smart city operations: Modeling challenges and opportunities. Manufacturing & Service Operations Management, 22(1), 203-213.

  73. Cao, J., Sun, W., Shen, Z. J. M., & Ettl, M. (2020, April). Fatigue-aware bandits for dependent click models. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 34, No. 04, pp. 3341-3348).

  74. Kim, H. J., Pais, C., & Shen, Z. J. M. (2020). Item assignment problem in a robotic mobile fulfillment system. IEEE Transactions on Automation Science and Engineering, 17(4), 1854-1867.

  75. Mao, C., Liu, Y., & Shen, Z. J. M. (2020). Dispatch of autonomous vehicles for taxi services: A deep reinforcement learning approach. Transportation Research Part C: Emerging Technologies, 115, 102626.

  76. Lee, H. L., & Shen, Z. J. M. (2020). Supply chain and logistics innovations with the Belt and Road Initiative. Journal of Management Science and Engineering, 5(2), 77-86.

  77. Yu, J. J., Tang, C. S., Shen, Z. J. M., & Chen, X. M. (2020). A balancing act of regulating on-demand ride services. Management Science, 66(7), 2975-2992.

  78. Zhang, S., Liu, S., Deng, T., & Shen, Z. J. M. (2020). Transient-state natural gas transmission in gunbarrel pipeline networks. INFORMS Journal on Computing, 32(3), 697-713.

  79. He, L., Rong, Y., & Shen, Z. J. M. (2020). Product sourcing and distribution strategies under supply disruption and recall risks. Production and Operations Management, 29(1), 9-23.

  80. Shen, Z. J. M., Tang, C. S., Wu, D., Yuan, R., & Zhou, W. (2020). JD. com: Transaction-level data for the 2020 MSOM data driven research challenge. Manufacturing & Service Operations Management.

  81. Snyder, L. V., & Shen, Z. J. M. (2019). Fundamentals of supply chain theory. John Wiley & Sons.

  82. Lin, Y., Zhang, K., Shen, Z. J. M., & Miao, L. (2019). Charging network planning for electric bus cities: a case study of Shenzhen, China. Sustainability, 11(17), 4713.

  83. Liang, Y., Deng, T., & Shen, Z. J. M. (2019). Demand-side energy management under time-varying prices. IISE Transactions, 51(4), 422-436.

  84. Hao, Z., Qi, W., Gong, T., Chen, L., & Shen, Z. J. M. (2019). Innovation uncertainty, new product press timing and strategic consumers. Omega, 89, 122-135.

  85. Ge, D., Pan, Y., Shen, Z. J. M., Wu, D., Yuan, R., & Zhang, C. (2019). Retail supply chain management: a review of theories and practices. Journal of Data, Information and Management, 1(1-2), 45-64.

  86. Zhang, D., Cao, J., Feygin, S., Tang, D., Shen, Z. J. M., & Pozdnoukhov, A. (2019). Connected population synthesis for transportation simulation. Transportation research part C: emerging technologies, 103, 1-16.

  87. Shen, H., Liang, Y., Shen, Z. J. M., & Teo, C. P. (2019). Reliable flexibility design of supply chains via extended probabilistic expanders. Production and Operations Management, 28(3), 700-720.

  88. Qi, W., & Shen, Z. J. M. (2019). A smart‐city scope of operations management. Production and Operations Management, 28(2), 393-406.

  89. Wang, C., He, F., Lin, X., Shen, Z. J. M., & Li, M. (2019). Designing locations and capacities for charging stations to support intercity travel of electric vehicles: An expanded network approach. Transportation Research Part C: Emerging Technologies, 102, 210-232.

  90. Shen, Z. J. M., Feng, B., Mao, C., & Ran, L. (2019). Optimization models for electric vehicle service operations: A literature review. Transportation Research Part B: Methodological, 128, 462-477.

  91. Cao, Y., & Shen, Z. J. M. (2019). Quantile forecasting and data-driven inventory management under nonstationary demand. Operations Research Letters, 47(6), 465-472.

  92. Lin, Y., Zhang, K., Shen, Z. J. M., Ye, B., & Miao, L. (2019). Multistage large-scale charging station planning for electric buses considering transportation network and power grid. Transportation Research Part C: Emerging Technologies, 107, 423-443.

  93. Aswani, A., Shen, Z. J. M., & Siddiq, A. (2019). Data-driven incentive design in the medicare shared savings program. Operations Research, 67(4), 1002-1026.

  94. Han, J., Xu, Y., Liu, D., Zhao, Y., Zhao, Z., Zhou, S., … & Shen, Z. J. M. (2019). Operations research enables better planning of natural gas pipelines. INFORMS Journal on Applied Analytics, 49(1), 23-39.

  95. Liang, Y., Deng, T., & Shen, Z. J. M. (2019). Demand-side energy management under time-varying prices. IISE Transactions, 51(4), 422-436.

  96. Xue, M., Deng, T., & Shen, Z. J. M. (2019). Optimizing natural gas pipeline transmission with nonuniform elevation: A new initialization approach. Naval Research Logistics, 66(7), 547-564.

  97. Tönissen, D. D., Arts, J. J., & Shen, Z. J. M. (2019). Maintenance location routing for rolling stock under line and fleet planning uncertainty. Transportation Science, 53(5), 1252-1270.

  98. Zhao, X., Si, D., Zhu, W., Xie, J., & Shen, Z. J. M. (2019). Behaviors and performance improvement in a vendor‐managed inventory program: An experimental study. Production and Operations Management, 28(7), 1818-1836.

  99. Chan, T. C., Shen, Z. J. M., & Siddiq, A. (2018). Robust defibrillator deployment under cardiac arrest location uncertainty via row-and-column generation. Operations Research, 66(2), 358-379.

  100. Feng, W., & Shen, Z. J. M. (2018). Process flexibility in homogeneous production–inventory systems with a single-period demand. IISE Transactions, 50(6), 463-483.

  101. Cui, L., Xie, X., & Shen, Z. (2018). Prediction task guided representation learning of medical codes in EHR. Journal of biomedical informatics, 84, 1-10.

  102. Zhang, Y., Shen, Z. J. M., & Song, S. (2018). Exact algorithms for distributionally β-robust machine scheduling with uncertain processing times. INFORMS Journal on Computing, 30(4), 662-676.

  103. Cui, L., Xie, X., Shen, Z. J. M., Lu, R., & Wang, H. (2018). Prediction of the healthcare resource utilization using multi-output regression models. IISE Transactions on Healthcare Systems Engineering, 8(4), 291-302.

  104. Chan, T. C., Shen, Z. J. M., & Siddiq, A. (2018). Robust defibrillator deployment under cardiac arrest location uncertainty via row-and-column generation. Operations Research, 66(2), 358-379.

  105. He, Q. C., Chen, Y. J., & Shen, Z. J. M. (2018). On the formation of producers’ information‐sharing coalitions. Production and Operations Management, 27(5), 917-927.

  106. Mao, C., & Shen, Z. J. M. (2018). A reinforcement learning framework for the adaptive routing problem in stochastic time-dependent network. Transportation Research Part C: Emerging Technologies, 93, 179-197.

  107. Zhao, Y., Zhao, X., & Shen, Z. J. M. (2018). The hot-versus-cold effect in a punishment game: a multi-round experimental study. Annals of Operations Research, 268, 333-355.

  108. Aswani, A., Shen, Z. J. M., & Siddiq, A. (2018). Inverse optimization with noisy data. Operations Research, 66(3), 870-892.

  109. Qi, W., Li, L., Liu, S., & Shen, Z. J. M. (2018). Shared mobility for last-mile delivery: Design, operational prescriptions, and environmental impact. Manufacturing & Service Operations Management, 20(4), 737-751.

  110. Yu, J. J., Tang, C. S., & Shen, Z. J. M. (2018). Improving consumer welfare and manufacturer profit via government subsidy programs: Subsidizing consumers or manufacturers?. Manufacturing & service operations management, 20(4), 752-766.

  111. Zhang, Y., Song, S., Shen, Z. J. M., & Wu, C. (2017). Robust shortest path problem with distributional uncertainty. IEEE transactions on intelligent transportation systems, 19(4), 1080-1090.

  112. Qi, W., Shen, B., Zhang, H., & Shen, Z. J. M. (2017). Sharing demand-side energy resources-A conceptual design. Energy, 135, 455-465.

  113. Haskell, W. B., Shanthikumar, J. G., & Shen, Z. J. M. (2017). Aspects of optimization with stochastic dominance. Annals of Operations Research, 253, 247-273.

  114. Mintz, Y., Shen, Z. J. M., & Aswani, A. (2017, December). Local water storage control for the developing world. In 2017 IEEE 56th Annual Conference on Decision and Control (CDC) (pp. 5074-5079). IEEE.

  115. Gu, W., Zhang, K., Zhou, Z., Jin, M., Zhou, Y., Liu, X., Shen, Z. J. M., & Zhang, L. (2017). Measuring fine-grained metro interchange time via smartphones. Transportation research part C: emerging technologies, 81, 153-171.

  116. Rong, Y., Snyder, L. V., & Shen, Z. J. M. (2017). Bullwhip and reverse bullwhip effects under the rationing game. Naval Research Logistics, 64(3), 203-216.

  117. Zhang, Y., Shen, Z. J. M., & Song, S. (2017). Lagrangian relaxation for the reliable shortest path problem with correlated link travel times. Transportation Research Part B: Methodological, 104, 501-521.

  118. Haskell, W. B., Shanthikumar, J. G., & Shen, Z. J. M. (2017). Primal-dual algorithms for optimization with stochastic dominance. SIAM Journal on Optimization, 27(1), 34-66.

  119. Li, M., Jia, Y., Shen, Z. J. M., & He, F. (2017). Improving the electrification rate of the vehicle miles traveled in Beijing: A data-driven approach. Transportation Research Part A: Policy and Practice, 97, 106-120.

  120. Lim, M. K., Mak, H. Y., & Shen, Z. J. M. (2017). Agility and proximity considerations in supply chain design. Management Science, 63(4), 1026-1041.

  121. Feng, W., Wang, C., & Shen, Z. J. M. (2017). Process flexibility design in heterogeneous and unbalanced networks: A stochastic programming approach. IISE Transactions, 49(8), 781-799.

  122. He, L., Mak, H. Y., Rong, Y., & Shen, Z. J. M. (2017). Service region design for urban electric vehicle sharing systems. Manufacturing & Service Operations Management, 19(2), 309-327.

  123. Ma, X., Deng, T., Xue, M., Shen, Z. J. M., & Lan, B. (2017). Optimal dynamic pricing of mobile data plans in wireless communications. Omega, 66, 91-105.

  124. Zhao, Y., Zhao, X., & Shen, Z. J. M. (2016). On learning process of a newsvendor with censored demand information. Journal of the Operational Research Society, 67(9), 1200-1211.

  125. Zhong, F., Xie, J., Zhao, X., & Shen, Z. J. M. (2016). On efficiency of multistage channel with bargaining over wholesale prices. Naval Research Logistics, 63(6), 449-459.

  126. Mak, H. Y., & Shen, Z. J. M. (2016). Integrated modeling for location analysis. Foundations and Trends® in Technology, Information and Operations Management, 9(1–2), 1-152.

  127. Zhang, Y., Shen, Z. J. M., & Song, S. (2016). Distributionally robust optimization of two‐stage lot‐sizing problems. Production and Operations Management, 25(12), 2116-2131.

  128. Zhang, Y., Shen, Z. J. M., & Song, S. (2016). Parametric search for the bi-attribute concave shortest path problem. Transportation Research Part B: Methodological, 94, 150-168.

  129. Liao, C. S., Lu, S. H., & Shen, Z. J. M. (2016). The electric vehicle touring problem. Transportation Research Part B: Methodological, 86, 163-180.

  130. Ke, T. T., Shen, Z. J. M., & Villas-Boas, J. M. (2016). Search for information on multiple products. Management Science, 62(12), 3576-3603.

  131. Deng, T., Chen, Y. J., & Shen, Z. J. M. (2015). Optimal pricing and scheduling control of product shipping. Naval Research Logistics, 62(3), 215-227.

  132. Rong, Y., Chen, Y. J., & Shen, Z. J. M. (2015). The impact of demand uncertainty on product line design under endogenous substitution. Naval Research Logistics, 62(2), 143-157.

  133. He, F., & Shen, Z. J. M. (2015). Modeling taxi services with smartphone-based e-hailing applications. Transportation Research Part C: Emerging Technologies, 58, 93-106.

  134. Feng, B., Li, Y., & Shen, Z. J. M. (2015). Air cargo operations: Literature review and comparison with practices. Transportation Research Part C: Emerging Technologies, 56, 263-280.

  135. Qi, W., Liang, Y., & Shen, Z. J. M. (2015). Joint planning of energy storage and transmission for wind energy generation. Operations Research, 63(6), 1280-1293.

  136. Chen, Y. J., Shanthikumar, J. G., & Shen, Z. J. M. (2015). Incentive for peer‐to‐peer knowledge sharing among farmers in developing economies. Production and Operations Management, 24(9), 1430-1440.

  137. Lu, M., Shanthikumar, J. G., & Shen, Z. J. M. (2015). Technical note–operational statistics: Properties and the risk‐averse case. Naval Research Logistics, 62(3), 206-214.

  138. Lu, M., Ran, L., & Shen, Z. J. M. (2015). Reliable facility location design under uncertain correlated disruptions. Manufacturing & service operations management, 17(4), 445-455.

  139. Chen, J., Zhao, X., & Shen, Z. J. (2015). Risk mitigation benefit from backup suppliers in the presence of the horizontal fairness concern. Decision Sciences, 46(4), 663-696.

  140. Schmitt, A. J., Sun, S. A., Snyder, L. V., & Shen, Z. J. M. (2015). Centralization versus decentralization: Risk pooling, risk diversification, and supply chain disruptions. Omega, 52, 201-212.

  141. Zhang, Z. H., Berenguer, G., & Shen, Z. J. M. (2015). A capacitated facility location model with bidirectional flows. Transportation Science, 49(1), 114-129.

  142. Deng, T., Shen, Z. J. M., & Shanthikumar, J. G. (2014). Statistical learning of service-dependent demand in a multiperiod newsvendor setting. Operations Research, 62(5), 1064-1076.

  143. Leachman, R. C., Johnston, L., Li, S., & Shen, Z. J. M. (2014). An automated planning engine for biopharmaceutical production. European Journal of Operational Research, 238(1), 327-338.

  144. Mak, H. Y., & Shen, Z. J. M. (2014). Pooling and dependence of demand and yield in multiple-location inventory systems. Manufacturing & Service Operations Management, 16(2), 263-269.

  145. Qi, W., Xu, Z., Shen, Z. J. M., Hu, Z., & Song, Y. (2014). Hierarchical coordinated control of plug-in electric vehicles charging in multifamily dwellings. IEEE Transactions on Smart Grid, 5(3), 1465-1474.

  146. Ke, T. T., Shen, Z. J. M., & Li, S. (2013). How inventory cost influences introduction timing of product line extensions. Production and Operations Management, 22(5), 1214-1231.

  147. Mak, H. Y., Rong, Y., & Shen, Z. J. M. (2013). Infrastructure planning for electric vehicles with battery swapping. Management science, 59(7), 1557-1575.

  148. Yano, C. A., Shen, Z. J. M., & Chan, S. (2013). Optimising the number of copies and storage protocols for print preservation of research journals. International Journal of Production Research, 51(23-24), 7456-7469.

  149. Haskell, W.B., Shanthikumar, J.G. and Shen, Z. J. M. (2013). Optimization with a class of multivariate integral stochastic order constraints. Annals of Operations Research, 206(1), 147-162.

  150. Deng, T., & Shen, Z. J. M. (2013). Process flexibility design in unbalanced networks. Manufacturing & Service Operations Management, 15(1), 24-32.

  151. Liang, Y., He, L., Cao, X., & Shen, Z. J. M. (2013). Stochastic control for smart grid users with flexible demand. IEEE Transactions on Smart Grid, 4(4), 2296-2308.

  152. Aboolian, R., Cui, T., & Shen, Z. J. M. (2013). An efficient approach for solving reliable facility location models. INFORMS Journal on Computing, 25(4), 720-729.

  153. Chen, Y. J., J. George, S., & Shen, Z. J. M. (2013). Training, production, and channel separation in ITC’s e‐Choupal network. Production and Operations Management, 22(2), 348-364.

  154. He, L., Huang, S., & Shen, Z. J. M. (2013, December). A simulation-based approach to inventory management in batch process with flexible recipes. In 2013 Winter Simulations Conference (WSC) (pp. 2587-2597). IEEE.

  155. Atamtürk, A., Berenguer, G., & Shen, Z. J. M. (2012). A conic integer programming approach to stochastic joint location-inventory problems. Operations Research, 60(2), 366-381.

  156. Chen, X., & Shen, Z. J. M. (2012). An analysis of a supply chain with options contracts and service requirements. Iie Transactions, 44(10), 805-819.

  157. Liang, Y., Levine, D. I., & Shen, Z. J. M. (2012). Thermostats for the smart grid: models, benchmarks, and insights. The Energy Journal, 61-95.

  158. Rong, Y., Shen, Z. J. M., & Yano, C. A. (2012). Cheaper by the pallet? Multi-item procurement with standard batch sizes. IIE Transactions, 44(6), 405-418.

  159. Mak, H. Y., & Shen, Z. J. (2012). Risk diversification and risk pooling in supply chain design. IIE transactions, 44(8), 603-621.

  160. Ho, T. H., Li, S., Park, S. E., & Shen, Z. J. M. (2012). Customer influence value and purchase acceleration in new product diffusion. Marketing Science, 31(2), 236-256.

  161. Ramamurthy, V., George Shanthikumar, J., & Shen, Z. J. M. (2012). Inventory policy with parametric demand: Operational statistics, linear correction, and regression. Production and Operations Management, 21(2), 291-308.

  162. Lang, J. C., & Shen, Z. J. M. (2011). Fix-and-optimize heuristics for capacitated lot-sizing with sequence-dependent setups and substitutions. European Journal of Operational Research, 214(3), 595-605.

  163. Sharkey, T. C., Geunes, J., Edwin Romeijn, H., & Shen, Z. J. M. (2011). Exact algorithms for integrated facility location and production planning problems. Naval Research Logistics, 58(5), 419-436.

  164. Shen, Z. J. M., Zhan, R. L., & Zhang, J. (2011). The reliable facility location problem: Formulations, heuristics, and approximation algorithms. INFORMS Journal on Computing, 23(3), 470-482.

  165. Lu, M., Huang, S., & Shen, Z. J. M. (2011). Product substitution and dual sourcing under random supply failures. Transportation Research Part B: Methodological, 45(8), 1251-1265.

  166. Mak, H. Y., & Shen, Z. J. M. (2010). Integrated supply chain design models. Wiley Encyclopedia of Operations Research and Management Science.

  167. Schmitt, A. J., Snyder, L. V., & Shen, Z. J. M. (2010). Inventory systems with stochastic demand and supply: Properties and approximations. European Journal of Operational Research, 206(2), 313-328.

  168. Rusmevichientong, P., Shen, Z. J. M., & Shmoys, D. B. (2010). Dynamic assortment optimization with a multinomial logit choice model and capacity constraint. Operations Research, 58(6), 1666-1680.

  169. Qi, L., Shen, Z. J. M., & Snyder, L. V. (2010). The effect of supply disruptions on supply chain design decisions. Transportation Science, 44(2), 274-289.

  170. Qi, L., & Shen, Z. J. M. (2010). Worst-case analysis of demand point aggregation for the Euclidean p-median problem. European Journal of Operational Research, 202(2), 434-443.

  171. Cui, T., Ouyang, Y., & Shen, Z. J. M. (2010). Reliable facility location design under the risk of disruptions. Operations Research, 58(4-part-1), 998-1011.

  172. Chu, L. Y., & Shen, Z. J. M. (2010). A power-of-two ordering policy for one-warehouse multiretailer systems with stochastic demand. Operations Research, 58(2), 492-502.

  173. Romeijn, H. E., Sharkey, T. C., Shen, Z. J. M., & Zhang, J. (2010). Integrating facility location and production planning decisions. Networks, 55(2), 78-89.

  174. Shen, Z. J. M., Shu, J., Simchi‐Levi, D., Teo, C. P., & Zhang, J. (2009). Approximation algorithms for general one‐warehouse multi‐retailer systems. Naval Research Logistics, 56(7), 642-658.

  175. Qi, L., Shen, Z. J. M., & Snyder, L. V. (2009). A continuous‐review inventory model with disruptions at both supplier and retailer. Production and Operations Management, 18(5), 516-532.

  176. Mak, H. Y., & Shen, Z. J. M. (2009). Stochastic programming approach to process flexibility design. Flexible services and manufacturing journal, 21, 75-91.

  177. Mak, H. Y., & Shen, Z. J. M. (2009). A two‐echelon inventory‐location problem with service considerations. Naval Research Logistics, 56(8), 730-744.

  178. Rusmevichientong, P., Shen, Z. J. M., & Shmoys, D. B. (2009). A PTAS for capacitated sum-of-ratios optimization. Operations Research Letters, 37(4), 230-238.

  179. Rong, Y., Shen, Z. J. M., & Snyder, L. V. (2008). The impact of ordering behavior on order-quantity variability: a study of forward and reverse bullwhip effects. Flexible services and manufacturing journal, 20, 95-124.

  180. Chu, L. Y., Shanthikumar, J. G., & Shen, Z. J. M. (2008). Solving operational statistics via a Bayesian analysis. Operations Research Letters, 36(1), 110-116.

  181. Chu, L. Y., & Shen, Z. J. M. (2008). Truthful double auction mechanisms. Operations Research, 56(1), 102-120.

  182. Shen, Z. J. M., & Su, X. (2007). Customer behavior modeling in revenue management and auctions: A review and new research opportunities. Production and Operations Management, 16(6), 713-728.

  183. Geunes, J., Shen, Z. J. M., & Emir, A. (2007). Planning and approximation models for delivery route based services with price-sensitive demands. European Journal of Operational Research, 183(1), 460-471.

  184. Qi, L., & Shen, Z. J. M. (2007). A supply chain design model with unreliable supply. Naval Research Logistics, 54(8), 829-844.

  185. Chen, G., & Shen, Z. J. M. (2007). Probabilistic asymptotic analysis of stochastic online scheduling problems. IIE Transactions, 39(5), 525-538.

  186. Shen, Z. J. M. (2007). Integrated stochastic supply-chain design models. Computing in Science & Engineering, 9(2), 50-59.

  187. Shen, Z. J. M., & Qi, L. (2007). Incorporating inventory and routing costs in strategic location models. European Journal of Operational Research, 179(2), 372-389.

  188. Chu, L. Y., & Shen, Z. J. M. (2007). Trade reduction vs. multi-stage: A comparison of double auction design approaches. European Journal of Operational Research, 180(2), 677-691.

  189. Feng, J., Shen, Z. J. M., & Zhan, R. L. (2007). Ranked items auctions and online advertisement. Production and Operations Management, 16(4), 510-522.

  190. Shen, Z. J. M. (2007). Integrated supply chain design models: a survey and future research directions. Journal of Industrial and Management Optimization, 3(1), 1.

  191. Snyder, L. V., & Shen, Z. J. M. (2007, February). Managing disruptions to supply chains. In Frontiers of Engineering: Reports on Leading-Edge Engineering from the 2006 Symposium (Vol. 139). National Academies Press.

  192. Lim, A. E., Shanthikumar, J. G., & Shen, Z. J. M. (2006). Model uncertainty, robust optimization, and learning. In Tutorials in Models, Methods, and Applications for Innovative Decision Making (pp. 66-94). INFORMS.

  193. Chen, G., Daskin, M. S., Shen, Z. J. M., & Uryasev, S. (2006). The α‐reliable mean‐excess regret model for stochastic facility location modeling. Naval Research Logistics, 53(7), 617-626.

  194. Chu, L. Y., & Shen, Z. J. M. (2006). Agent competition double-auction mechanism. Management Science, 52(8), 1215-1222.

  195. Shen, Z. J. M. (2006). A profit-maximizing supply chain network design model with demand choice flexibility. Operations Research Letters, 34(6), 673-682.

  196. Magnanti, T. L., Shen, Z. J. M., Shu, J., Simchi-Levi, D., & Teo, C. P. (2006). Inventory placement in acyclic supply chain networks. Operations Research Letters, 34(2), 228-238.

  197. Shen, Z. J. M., & Daskin, M. S. (2005). Trade-offs between customer service and cost in integrated supply chain design. Manufacturing & Service Operations Management, 7(3), 188-207.

  198. Chu, L. Y., Hsu, V. N., & Shen, Z. J. M. (2005). An economic lot‐sizing problem with perishable inventory and economies of scale costs: Approximation solutions and worst case analysis. Naval Research Logistics, 52(6), 536-548.

  199. Shen, Z. J. M. (2005). A multi-commodity supply chain design problem. IIE Transactions, 37(8), 753-762.

  200. Shu, J., Teo, C. P., & Shen, Z. J. M. (2005). Stochastic transportation-inventory network design problem. Operations Research, 53(1), 48-60.

  201. Zhan, R. L., & Shen, Z. J. M. (2005, December). Newsvendor problem with pricing: properties, algorithms, and simulation. In Proceedings of the Winter Simulation Conference, 2005. (pp. 6-pp). IEEE.

  202. Agarwal, R., Ahuja, R. K., Laporte, G., & Shen, Z. J. M. (2004). A composite very-large-scale neighborhood search algorithm for the vehicle routing problem. Handbook of Scheduling: Algorithms, Models, and Performance Analysis.

  203. Geunes, J., Shen, Z. J. M., & Romeijn, H. E. (2004). Economic ordering decisions with market choice flexibility. Naval Research Logistics, 51(1), 117-136.

  204. Wang, Y., Jiang, L., & Shen, Z. J. M. (2004). Channel performance under consignment contract with revenue sharing. Management Science, 50(1), 34-47.

  205. Shen, Z. J. M., Coullard, C., & Daskin, M. S. (2003). A joint location-inventory model. Transportation Science, 37(1), 40-55.

  206. Huang, H. X., Pardalos, P. M., & Shen, Z. J. M. (2002). Equivalent formulations and necessary optimality conditions for the Lennard–Jones problem. Journal of Global Optimization, 22, 97-118.

  207. Daskin, M. S., Coullard, C. R., & Shen, Z. J. M. (2002). An inventory-location model: Formulation, solution algorithm and computational results. Annals of Operations Research, 110(1-4), 83-106.

  208. Chan, L. M. A., Muriel, A., Shen, Z. J. M., Simchi-Levi, D., & Teo, C. P. (2002). Effective zero-inventory-ordering policies for the single-warehouse multiretailer problem with piecewise linear cost structures. Management Science, 48(11), 1446-1460.

  209. Chan, L. M. A., Muriel, A., Shen, Z. J. M., & Simchi-Levi, D. (2002). On the effectiveness of zero-inventory-ordering policies for the economic lot-sizing model with a class of piecewise linear cost structures. Operations Research, 50(6), 1058-1067.

  210. Huang, H. X., Pardalos, P. M., & Shen, Z. J. M. (2001). A point balance algorithm for the spherical code problem. Journal of Global Optimization, 19(4), 329-344.

  211. Hu, Y. Z., Wang, H., Guo, Y., Shen, Z. J. M., & Zheng, L. Q. (1996). Simulation of lubricant rheology in thin film lubrication Part 2: simulation of Couette flow. Wear, 196(1-2), 249-253.